3D Human Pose Forecasting on 3DPW
54.9MPJPEBelief-State
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Belief-StateK=102026.01 | 54.9 | — | — | — | — | — | — | — | — | |
| Belief-StateK=52026.01 | 56.7 | — | — | — | — | — | — | — | — | |
| Belief-StateK=12026.01 | 61.3 | — | — | — | — | — | — | — | — | |
| TransformerK=102026.01 | 69.4 | — | — | — | — | — | — | — | — | |
| TransformerK=52026.01 | 70.1 | — | — | — | — | — | — | — | — | |
| TransformerK=12026.01 | 72.5 | — | — | — | — | — | — | — | — | |
| Deterministic RNNK=12026.01 | 87.2 | — | — | — | — | — | — | — | — | |
| Deterministic RNNK=52026.01 | 87.2 | — | — | — | — | — | — | — | — | |
| Deterministic RNNK=102026.01 | 87.2 | — | — | — | — | — | — | — | — | |
| AnyPose12023.09 | — | 21.9 | 39.2 | 53.8 | 59.7 | 69.1 | 75.9 | 80.8 | 84.4 | |
| AnyPose22023.09 | — | 16.1 | 29.5 | 41.1 | 55.3 | 65.3 | 78.9 | 84.8 | 93.3 | |
| convSeq2Seq2023.09 | — | 18.8 | 32.9 | 52 | 58.8 | 69.4 | 77 | 83.6 | 87.8 | |
| Motion Attention2023.09 | — | 12.6 | 23.1 | 39 | 45.4 | 56 | 63.6 | 69.7 | 73.7 | |
| Res. Sup.2023.09 | — | 18.8 | 32.9 | 52 | 58.8 | 69.4 | 77 | 83.6 | 87.8 | |
| STS-GCN2023.09 | — | 14.3 | 25.4 | 42.8 | 49.3 | 59.6 | 67.3 | 72.6 | 76.3 |